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    • AI-Powered Multi-Stage Web Search and Research Suite

      # **Description**: The closest definition to this workflow is a cheaper Modular Version of Perplexity online API empowered by LLM models that outperform the Perplexity Lama Model. This flow provides a seamless way to conduct detailed web searches, extract data, and generate insightful reports based on real-time information. It provides a webhook-based flow that gets any search question and reports back the results via a multi-level web search analysis and domain-specific emulation of an agent to deliver an unbiased expert report. This Flow is Ideal for market research, competitive analysis, or any scenario where actionable, structured insights are needed. A more complete, step-by-step guide is provided within the workflow, ensuring you have all the details to set up and customize each component. This tool is designed to function similarly to Perplexity by performing semantic search, reranking, and follow-up queries. However, it offers a unique advantage—complete customization at every stage. Modify any part of the process, from query refinement to data extraction, allowing you to tailor the workflow to your specific needs. ## **Key Features**: - **AI-Powered Query Generation and Expert Emulation**: Uses Google Gemini to transform user queries into expert-level searches, providing accurate and context-aware results. - **Dual-Stage Semantic Search with Intelligent Reranking**: Performs an initial search, reranks results, and refines the query based on findings to conduct a second, more targeted search. - **Top-Result Data Extraction**: Extracts content from the top three results of each search, capturing relevant insights from six total sources. - **Customizable API Options**: Pre-configured with free APIs (Google Gemini, DuckDuckGo, and Article Extraction APIs) but easily adaptable to other APIs if preferred. - **Automated, Insightful Reporting**: Synthesizes data into a cohesive report, providing expert-level insights tailored to the user's query. # **Instructions for API Setup**: This workflow is designed to work with free-tier APIs, offering a cost-effective way to retrieve high-quality data. Here's how to set up each API, with detailed instructions included in the workflow: 1. **Google Gemini API (for Query Generation and Analysis)**: - Visit [Google AI Studio](https://aistudio.google.com/app/welcome) and log in. - Create a free API key under "Get API Key → Create API Key in New Project". The free tier includes up to 15 requests per minute, 1 million tokens per minute, and up to 1,500 requests per day. 2. **Brave Search API (for Web Search)**: To attain the free web search API tier from Brave, follow these steps: - Visit api.search.brave.com - Create an account - Subscribe to the free plan (no charge) - Navigate to the API Keys section - Generate an API key. For the subscription type, choose Free. 3. **Article Extraction API (for Content Extraction)**: - Register on [RapidAPI.com](https://rapidapi.com/) and subscribe to the [Article Extraction API](https://rapidapi.com/pwshub-pwshub-default/api/article-extractor2/playground/apiendpoint_6710e06d-d607-486f-b514-0812c7935cbc). - The free plan allows up to 300 extractions per month. Enter your API key in each of the 6 extraction nodes for content retrieval. - **Alternative**: In the workflow, we have provided the full instructions on how to replace the current flow with alternative API Keys and provided suggestions such as [Scraper Tech API](https://rapidapi.com/alexanderxbx/api/scraper-tech/playground/apiendpoint_599d266e-c763-4bc5-819b-3841cf2af4b0). *Additional tip*: To use other APIs, you can generate a cURL request in RapidAPI's playground, and then paste it into the HTTP Request node in n8n. This approach streamlines integration by automatically filling in headers and request details. ### **Why Choose This Workflow?** The **Intelligent Online Web Researcher** offers an all-in-one solution for complex, customizable online research. Unlike other tools that provide automated semantic search, this workflow is fully modifiable, allowing you to tailor each step, from the initial query and reranking to data extraction and reporting. With built-in instructions and a structure that's easy to adapt, it's ideal for commercial applications that require real-time, high-quality insights. **Tags**: Online Research, Web Search, Market Analysis, Web Search Automation, Data Extraction, Semantic Search, API Integration, Competitive Intelligence, Business Intelligence, Real-Time Reporting, Web Scrape, Data Crawler, Perplexity

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  1. Automate Brand Sentiment Tracking in Facebook Groups with Bright Data

    This workflow automates the monitoring of brand mentions across Facebook groups, analyzes sentiment, and updates the results in Google Sheets for further analysis. It's ideal for brands seeking to understand customer sentiment and improve their market strategy.

    n8nFree

  2. Automate Start-up Idea Generation and Business Plan Creation

    This n8n workflow leverages AI to brainstorm start-up ideas, conduct market research, and generate detailed business plans, streamlining the entrepreneurial process.

    n8nFree

  3. Automate Daily Sales Insights and Team Notifications with Google Sheets and Gemini AI

    Streamline your daily sales reporting by automating data collection, analysis, and team notifications using Google Sheets, Gemini AI, and various communication tools.

    n8nFree

  4. Automate Upwork Job Listings to Google Sheets

    Streamline your freelance job search by automatically scraping Upwork job listings and logging them into Google Sheets for easy tracking and analysis.

    n8nFree

  5. Automate Competitor and Market Intelligence with GPT-4 and Apify

    This n8n workflow automates the collection and AI-driven analysis of competitor data and market trends, transforming raw data into actionable insights for sales and marketing teams.

    n8nFree

  6. Automated Twitter Post Creator with Media Upload

    The 'Form-Based X/Twitter Poster' workflow simplifies the process of sharing content on Twitter. By utilizing a user-friendly form, users can input their post content and upload relevant media files. Upon submission, the workflow extracts the medi...

    n8n$19.99

  7. Automate Daily Competitor Analysis with SerpAPI, Google Sheets, and Airtable

    This workflow automates the process of gathering competitor information for companies listed in Google Sheets using SerpAPI, and logs the results in both Google Sheets and Airtable. It runs on a daily schedule, ensuring up-to-date insights without manual intervention.

    n8nFree

  8. Automate Competitor Analysis Using Exa.ai, Notion, and AI Agents

    This n8n workflow automates competitor research by leveraging Exa.ai to identify competitors and employing AI agents to gather detailed information, which is then compiled into a comprehensive report in Notion.

    n8nFree

  9. Automate Invoices from Gmail to Google Drive and Sheets

    This workflow automates the process of extracting invoices from Gmail and storing them in Google Drive while simultaneously updating a Google Sheet for tracking purposes. By leveraging n8n's capabilities, users can save time and reduce manual erro...

    n8n$19.99

  10. Automated Semantic Web Search and Re-Ranking with AI Integration

    This workflow automates web searches and re-ranks results using AI, providing precise and structured outputs for real-time insights. Ideal for market research and data retrieval.

    n8nFree

  11. Real Estate Market Scanning Automation

    This workflow automates the process of scanning the real estate market by utilizing BatchData's API to retrieve properties based on user-defined criteria. It is designed to run on a schedule, allowing users to obtain updated market information reg...

    n8n$12.99

  12. Automated Pipedrive Updates Trigger Workflow

    The 'Automated Pipedrive Updates Trigger Workflow' is designed to provide real-time notifications for any changes made within the Pipedrive CRM system. By utilizing this workflow, businesses can ensure that their sales teams are immediately inform...

    n8n$10.27

  13. Automate Smartlead Email Campaign Analytics with Google Sheets

    This workflow automates the collection of email campaign analytics from Smartlead and updates Google Sheets for real-time insights. It ensures you have up-to-date domain and email health metrics, as well as campaign-specific performance data.

    n8nFree

  14. Automate Real Estate Market Sentiment Analysis and Alerts with ScrapeGraphAI and Telegram

    This workflow automates the analysis of real estate market sentiment by scraping forums and news sources, performing sentiment analysis, and sending AI-powered investment alerts via Telegram.

    n8nFree

  15. Analyze traffic sources with Google Analytics reports

    Optimize your content strategy by analyzing traffic sources with Google Analytics reports. Understand where your visitors are coming from to improve your sites performance and increase traffic. Reports run every Friday at 17:00, with an adjustable schedule via the clock icon on the first module.

    MakeFree

  16. Create a Custom Qdrant MCP Server for Enhanced API Features

    Build a customizable Qdrant MCP server using n8n to extend its capabilities with advanced API features like facet search, grouped search, and recommendations.

    n8nFree

  17. Automate Weekly Financial Market Reports with AI for Telegram & Discord

    Streamline the creation of comprehensive weekly financial market reports using AI, integrating data from various sources for distribution on Telegram and Discord.

    n8nFree

  18. Automate Competitor Content Analysis with AI and Bright Data

    This workflow automates the process of analyzing competitor content performance using Bright Data for scraping and OpenAI for insights. It saves time by providing actionable insights into competitor strategies and engagement patterns.

    n8nFree

  19. AI-Powered Research Assistant with Linear, Scrapless, and Claude

    ## Brief Overview This workflow integrates Linear, Scrapeless, and Claude AI to create an AI research assistant that can respond to natural language commands and automatically perform market research, trend analysis, data extraction, and intelligent analysis. Simply enter commands such as /search, /trends, /crawl in the Linear task, and the system will automatically perform search, crawling, or trend analysis operations, and return Claude AI's analysis results to Linear in the form of comments. --- ## How It Works 1. **Trigger**: A user creates or updates an issue in Linear and enters a specific command (e.g., /search competitor analysis). 2. **n8n Webhook**: Listens to Linear events and triggers automated processes. 3. **Command identification**: Determines the type of command entered by the user through the Switch node (search/trends/unlock/scrape/crawl). 4. **Data extraction**: Calls the Scrapeless API to perform the corresponding data crawling task. 5. **Data cleaning and aggregation**: Use Code Node to unify the structure of the data returned by Scrapeless. 6. **Claude AI analysis**: Claude receives structured data and generates summaries, insights, and recommendations. 7. **Result writing**: Writes the analysis results to the original issue as comments through the Linear API. --- ## Features **Multiple commands supported** - /search: Google SERP data query - /trends: Google Trends trend analysis - /unlock: Unlock protected web content (JS rendering) - /scrape: Single page crawling - /crawl: Whole site multi-page crawling **Claude AI intelligent analysis** - Automatically structure Scrapeless data - Generate executable suggestions and trend insights - Format optimization to adapt to Linear comment format **Complete automation process** - Codeless process management based on n8n - Multi-channel parallel logic distribution + data standardization processing - Support custom API Key, regional language settings, and other parameters --- ## Requirements - **Scrapeless API Key**: Scrapeless Service request credentials. - [Log in](https://app.scrapeless.com/passport/login?utm_source=github&utm_medium=n8n-integration&utm_campaign=ai-powered-research-assistant) to the Scrapeless Dashboard - Then click **Settings** on the left -> select **API Key Management** -> click **Create API Key**. Finally, click the API Key you created to copy it. - **n8n Instance**: Self-hosted or n8n.cloud account. - **Claude AI**: Anthropic API Key (Claude Sonnet 3.7 model recommended) --- ## Installation 1. Log in to Linear and get a Personal API Token 2. Log in to n8n Cloud or a local instance 3. Import the n8n workflow JSON file provided by Scrapeless 4. Configure the following environment variables and credentials: - Linear API Token - Scrapeless API Token - Claude API Key 5. Configure the Webhook URL and bind it to the Linear Webhook settings page --- ## Usage This automated job finder agent is ideal for: | **Industry / Role** | **Use Case** | | ------------------- | ------------ | | **SaaS / B2B Software** | | | Market Research Teams | Analyze competitor pricing pages using /unlock, and feature pages via /scrape. | | Content & SEO | Discover trending keywords and SERP data via /search and /trends to guide content topics. | | Product Managers | Use /crawl to explore product documentation across competitor sites for feature benchmarking. | | **AI & Data-Driven Teams** | | | AI Application Developers | Automate info extraction + LLM summarization for building intelligent research agents. | | Data Analysts | Aggregate structured insights at scale using /crawl + Claude summarization. | | Automation Engineers | Integrate command workflows (e.g., /scrape, /search) into tools like Linear to boost productivity. | | **E-commerce / D2C Brands** | | | Market & Competitive Analysts | Monitor competitor sites, pricing, and discounts with /unlock and /scrape. | | SEO & Content Teams | Track keyword trends and popular queries via /search and /trends. | | **Investment / Consulting / VC** | | | Investment Analysts |

    n8nFree

  20. Automate Restaurant Daily Performance Reports with AI Insights

    This workflow automates the collection and analysis of daily sales, food waste, and customer feedback data from Google Sheets. It uses AI to generate insights and compiles them into a comprehensive email report, enhancing decision-making and operational efficiency.

    n8nFree

  21. Live Airport Delay Dashboard with FlightStats, Google Sheets, & Slack Alerts

    # Live Airport Delay Dashboard with FlightStats & Team Alerts ## Description - Automates live monitoring of airport delays using FlightStats API. - Stores and displays delay data, with Slack alerts for severe delays to operations/sales teams. ## Essential Information - Runs on a scheduled trigger (e.g., hourly or daily). - Fetches real-time delay data from FlightStats API. - Stores data in Google Sheets and alerts teams via Slack for severe delays. ## System Architecture - **Delay Monitoring Pipeline**: - **Set Schedule**: Triggers the workflow hourly or daily via Cron. - **FlightStats API**: Retrieves live airport delay data. - **Data Management Flow**: - **Set Output Data**: Prepares data for storage or display. - **Merge API Data**: Combines and processes delay data. - **Alert and Display**: - **Send Response via Slack**: Alerts ops/sales for severe delays. - **No Action for Minor Delays**: Skips minor delays with no action. ## Implementation Guide - Import the workflow JSON into n8n. - Configure Cron node for desired schedule (e.g., every 1 hr). - Set up FlightStats API credentials and endpoint (e.g., https://api.flightstats.com). - Configure Google Sheets or Notion for data storage/display. - Test with a sample API call and verify Slack alerts. - Adjust delay severity thresholds as needed. ## Technical Dependencies - Cron service for scheduling. - FlightStats API for real-time delay data. - Google Sheets API or Notion API for data storage/display. - Slack API for team notifications. - n8n for workflow automation. ## Database & Sheet Structure - **Delay Tracking Sheet** (e.g., AirportDelays): - Columns: `airport_code`, `delay_status`, `delay_minutes`, `timestamp`, `alert_sent` - Example: `JFK`, `Severe`, `120`, `2025-07-29 20:28:00Z`, `Yes` ## Customization Possibilities - Adjust Cron schedule for different frequencies (e.g., every 30 min). - Modify FlightStats API parameters to track specific airports. - Customize Slack alert messages in the `Send Response via Slack` node. - Integrate with a dashboard tool (e.g., Google Data Studio) for live display. - Add email alerts for additional notification channels.

    n8nFree

  22. Sync New Google Sheets Rows to Microsoft Power BI Datasets

    Automatically add new rows from Google Sheets to a Microsoft Power BI dataset, ensuring your data visualizations are always up-to-date.

    MakeFree

  23. Automate Grafana Operations with MCP Server for AI Integration

    Deploy a comprehensive MCP server to automate all Grafana operations, seamlessly integrating with AI agents. This workflow requires zero configuration and includes all 16 pre-built operations.

    n8nFree
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